Excel · dataset · 2024
Metadata and Analysis of Clinical Information Extraction Publications Using Large Language Models
Listed in INESC TEC Research Data Repository
Description
This dataset contains all the data collected on all the papers analyzed in our publication, entitled "Harnessing Large Language Models for Clinical Information Extraction: A Systematic Literature Review", which is a systematic literature review of 85 publications on Clinical Information Extraction using LLMs, from 2019 to 2023. It includes metadata on every paper and explains our selection process, and how we got to the 85 papers.
It also includes detailed information on each of the included papers.
Links
Get the data
- Identification.csv rdm.inesctec.pt/dataset/ccf44a5b-c0d7-40f0-ab48-968a2172a9f0/resource/dff703a6… ↗
download · from rdm inesctec pt
- Duplicates rdm.inesctec.pt/dataset/ccf44a5b-c0d7-40f0-ab48-968a2172a9f0/resource/f5cf6fdb… ↗
download · from rdm inesctec pt
- Titles rdm.inesctec.pt/dataset/ccf44a5b-c0d7-40f0-ab48-968a2172a9f0/resource/91e5953a… ↗
download · from rdm inesctec pt
- Abstract rdm.inesctec.pt/dataset/ccf44a5b-c0d7-40f0-ab48-968a2172a9f0/resource/fb3acdf5… ↗
download · from rdm inesctec pt
- Eligibility rdm.inesctec.pt/dataset/ccf44a5b-c0d7-40f0-ab48-968a2172a9f0/resource/0175ac21… ↗
download · from rdm inesctec pt
- Results rdm.inesctec.pt/dataset/ccf44a5b-c0d7-40f0-ab48-968a2172a9f0/resource/f6383f7d… ↗
download · from rdm inesctec pt
- Backwards-Citations rdm.inesctec.pt/dataset/ccf44a5b-c0d7-40f0-ab48-968a2172a9f0/resource/6da17906… ↗
download · from rdm inesctec pt
- Forwards-Citations rdm.inesctec.pt/dataset/ccf44a5b-c0d7-40f0-ab48-968a2172a9f0/resource/09751960… ↗
download · from rdm inesctec pt
- Citation-Duplicates rdm.inesctec.pt/dataset/ccf44a5b-c0d7-40f0-ab48-968a2172a9f0/resource/f7c718ba… ↗
download · from rdm inesctec pt
- Citation-Title rdm.inesctec.pt/dataset/ccf44a5b-c0d7-40f0-ab48-968a2172a9f0/resource/a1fc0e89… ↗
download · from rdm inesctec pt
- Citation-Abstract rdm.inesctec.pt/dataset/ccf44a5b-c0d7-40f0-ab48-968a2172a9f0/resource/a610b384… ↗
download · from rdm inesctec pt
- Citation-Full rdm.inesctec.pt/dataset/ccf44a5b-c0d7-40f0-ab48-968a2172a9f0/resource/0ef6d7c4… ↗
download · from rdm inesctec pt
- Features rdm.inesctec.pt/dataset/ccf44a5b-c0d7-40f0-ab48-968a2172a9f0/resource/168b9bc0… ↗
download · from rdm inesctec pt
- ReadMe rdm.inesctec.pt/dataset/ccf44a5b-c0d7-40f0-ab48-968a2172a9f0/resource/67b065b3… ↗
download · from rdm inesctec pt
- Citation-Results rdm.inesctec.pt/dataset/ccf44a5b-c0d7-40f0-ab48-968a2172a9f0/resource/f2ecee7d… ↗
download · from rdm inesctec pt
- All files rdm.inesctec.pt/dataset/ccf44a5b-c0d7-40f0-ab48-968a2172a9f0/resource/79122eaf… ↗
download · from rdm inesctec pt
- Full dataset rdm.inesctec.pt/dataset/ccf44a5b-c0d7-40f0-ab48-968a2172a9f0/resource/25b14192… ↗
download · from rdm inesctec pt
Where it is published
- INESC TEC Research Data Repository dataset page rdm.inesctec.pt/dataset/cs-2024-007 ↗
landing page · from rdm inesctec pt
Catalogue records · 1
- CKAN API rdm.inesctec.pt/api/3/action/package_show?id=ccf44a5b-c0d7-40f0-ab48-968a2172a… ↗
metadata API · from rdm inesctec pt
Topics
- Stated by source
- CS: Computer Science
- From keywords
- Computer Science & AI · Engineering · Humanities · Medicine & Health
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| INESC TEC Research Data Repository | ccf44a5b-c0d7-40f0-ab48-968a2172a9f0 | 6 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[field].local:field:engineering | mapping · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[field].local:field:humanities | mapping · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[topic].ckan_group:rdm_inesctec_pt:cs-computer-science | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| created_date | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| description | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | /notes |
| license_text | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| publication_date | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| title | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | /title |
| updated_date | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 |